1. When you use AI to help generate your QC checklist, what is your most important role in the process?
A Accept whatever checklist AI generates — it has seen more content quality issues than any individual reviewerB Review and customize AI’s checklist based on your specific context, team standards, approval requirements, and known organizational sensitivitiesC Ask AI to apply the checklist to your drafts automatically so the review process runs without manual effortD Use the AI-generated checklist only for AI-drafted content, and a separate human-made checklist for human-written content
2. Why is a written QC checklist more reliable than a mental review habit when using AI-assisted content?
A A written checklist is faster because you don’t have to think through what to look forB AI-generated content requires more checks than human-written content, so a longer list is necessaryC Mental habits compress under deadline pressure; a written checklist maintains consistency whether you have 5 minutes or 30D A written checklist ensures every issue will be caught before content goes out, which a mental review cannot guarantee
3. You ask AI to suggest items for your QC checklist. It generates 15 solid items. What critical limitation must you account for before using this list?
A AI can’t generate checklist items related to legal or compliance categories — those must come from a lawyerB AI will overweight formatting and structure items at the expense of accuracy and voice checksC AI can suggest items based on common practice, but it doesn’t know your organization’s specific approval requirements, internal sensitivities, or what has gone wrong for your team in the pastD AI-generated checklists are only valid for external-facing content and will be too general for internal communications
